In this note we propose a method that permits to describe in a uniform man- ner variants of probabilistic/stochastic P systems. We give examples of such a description for existing models of P systems using probabilities.
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February 5, 2016 (v1)PublicationUploaded on: March 27, 2023
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November 29, 2016 (v1)Publication
We consider P systems only allowing rules to be used in at most one copy in each derivation step, especially the variant of the maximally parallel derivation mode where each rule may only be used at most once. Moreover, we also consider the derivation mode where from those sets of rules only those are taken which have the maximal number of...
Uploaded on: March 27, 2023 -
February 4, 2016 (v1)Publication
In this article we investigate the operations of insertion and deletion performed at the ends of a string. We show that using these operations in a P systems framework (which corresponds to using specific variants of graph control), computational completeness can even be achieved with the operations of left and right insertion and deletion of...
Uploaded on: March 27, 2023 -
March 18, 2016 (v1)Publication
In this paper we consider insertion-deletion P systems with priority of deletion over the insertion.We show that such systems with one symbol context-free insertion and deletion rules are able to generate PsRE. If one-symbol one-sided context is added to insertion or deletion rules but no priority is considered, then all recursively enumerable...
Uploaded on: March 27, 2023 -
March 14, 2016 (v1)Publication
We consider a new variant of the halting condition in P systems, i.e., a computation in a P system is already called halting if not for all membranes a rule is applicable anymore at the same time, whereas usually a computation is called halting if no rule is applicable anymore in the whole system. This new variant of partial halting is...
Uploaded on: March 27, 2023 -
March 14, 2016 (v1)Publication
We introduce a new class of P systems, called networks of cells, with rules allowing several cells to simultaneously interact with each other in order to produce some new objects inside some other output cells. We define different types of behavior for networks of cells by considering alternative strategies for the application of the...
Uploaded on: December 4, 2022 -
March 9, 2016 (v1)Publication
It is known that P systems with symport/antiport rules simulate the register machines, i.e., they are computationally complete. Hence, due to the existence of universal register machines, there exist computationally complete subclasses of symport/antiport P systems with a number of rules limited by a constant. However, there was no...
Uploaded on: March 27, 2023 -
March 4, 2019 (v1)Publication
We introduce several variants of input-driven tissue P automata where the rules to be applied only depend on the input symbol. Both strings and multisets are considered as input objects; the strings are either read from an input tape or defined by the sequence of symbols taken in, and the multisets are given in an input cell at the beginning of...
Uploaded on: March 27, 2023 -
January 20, 2016 (v1)Publication
We consider extended spiking neural P systems with the additional possibility of so-called \white hole rules", which send the complete contents of a neuron to other neurons, and we show how this extension of the original model allow for easy proofs of the computational completeness of this variant of extended spiking neural P systems using only...
Uploaded on: December 5, 2022 -
November 24, 2021 (v1)Publication
It is a long-cherished wish to implement numerical P systems (NPS) on a parallel architecture so that its large scale parallelism can be exploited to speedup computation tremendously. FPGA is a reconfigurable hardware in which operations are triggered so synchronized by edge or level of activating signals, making it an eligible platform...
Uploaded on: December 4, 2022 -
July 5, 2019 (v1)Publication
This article introduces a general formalism/framework flexible enough to cover descriptions of different variants of P systems having a dynamic membrane structure. Our framework can be useful for the precise definition of new variants of P systems with a dynamic structure and for the comparison of existing definitions as well as for their...
Uploaded on: March 27, 2023 -
February 4, 2016 (v1)Publication
This article introduces a formalism/framework able to describe different variants of P systems having a dynamic structure. This framework can be useful for the definition of new variants of P systems with dynamic structure, for the comparison of existing definitions as well as for their extension. We give a precise definition of the formalism...
Uploaded on: March 27, 2023 -
April 23, 2021 (v1)Publication
Implementing the P systems on parallel hardware is a research highlight in bio-inspired computing since the membrane computing is a large-scale parallel computing paradigm which have a potential to tremendously speed up the computation. Field-programmable gate arrays (FPGAs) and CUDA-enabled GPUs are the primary hardware which is employed to...
Uploaded on: December 4, 2022 -
November 29, 2021 (v1)Publication
Implementing the P systems on parallel hardware is a re- search highlight in bio-inspired computing since the membrane comput- ing is a large-scale parallel computing paradigm which have a potential to tremendously speed up the computation. Field-programmable gate arrays (FPGAs) and CUDA-enabled GPUs are the primary hardware which is employed...
Uploaded on: March 25, 2023 -
December 7, 2018 (v1)Publication
In this article we present a simulator of non-deterministic static P systems using Field Programmable Gate Array (FPGA) technology. Its major feature is a high performance, achieving a constant processing time for each transition. Our approach is based on representing all possible applications as words of some regular context-free language....
Uploaded on: March 27, 2023 -
January 30, 2017 (v1)Publication
A framework that describes the evolution of P systems with bounded parallelism is de ned by introducing basic formal features that can be then integrated into a structural operational semantics. This approach investigates a generic strategy of selecting membranes and rules and applying the rules. P systems with boundary rules are used to...
Uploaded on: March 27, 2023 -
November 13, 2020 (v1)Publication
The model of membrane computing, also known under the name of P systems, is a bio-inspired large-scale parallel computing paradigm having a good potential for the design of massively parallel algorithms. For its implementation it is very natural to choose hardware platforms that have important inherent parallelism, such as field-programmable...
Uploaded on: March 26, 2023